Ananda Murthy Meenakshi Sundaram

Cooperative metaheuristic feature selection and out-of-fold weighted ensemble learning for chronic kidney disease prediction from a reduced attribute panel

Chronic kidney disease is diagnosed from a broad laboratory panel whose size and composition are open to optimization. This study pairs a cooperative hybrid metaheuristic for attribute selection with a weighted voting ensemble. Genetic, swarm, and annealing sub-populations evolved in parallel over one shared fitness la...